These are some of the projects I have done or taken part in
WebScrapping Property Website
Description
Carried out exploratory data analysis on sample salary data to determine what features are important to determining peoples salary.
Technologies/Techniques Used
- Python
- beautiful Soup
- Data Visualisation
- Jupyter Notebook
- Data Analysis
Search and Sort
Description
Used various search and sort techniques.
Technologies/Techniques Used
- Python
- Binary Search
- Bubble Sort
- Selection Sort
- Linear Search
- Merge Sort
Salary Correlation Analysis
Description
Carried out exploratory data analysis on sample salary data to determine what features are important to determining peoples salary.
Technologies/Techniques Used
- Python
- Statistics
- Data Visualisation
- Jupyter Notebook
Predicting Salary using Linear regression
Description
Used linear regression to predict salaries of people based on the number of years worked.
Technologies/Techniques Used
- Python
- Linear regression
- Statistics
- Data Visualisation
- Jupyter Notebook
Wellness Product Team
Description
I was part of the team that worked on the personality and recruitment data at Umuzi. I was responsible for checking the reliability and validity of the aptitude tests that were done. Checking the suitability of the tests to ensure good candidates for managers to interview. We were able to reduce screening time of applicants by the managers by up to 80% by visualising the data for managers to quickly review and make decisions.
Technologies/Techniques Used
- Agile
- Python
- Data cleaning
- Data manipulation
- Data Visualisation
Mailing List
Description
I was part of the group that worked on the consolidation and processing of the data used by Umuzi for its mailing list product
Technologies/Techniques Used
- Python
- Jupyter Notebook
- Pandas
- Numpy
Dice Game
Description
Created a dice game to demostrate OOP in python
Technologies/Techniques Used
- Python
- OOP
Applicant Data
Description
Consolidation and processing of applicant data for later processing
Technologies/Techniques Used
- Python
- Jupyter Notebook
- Pandas
- Numpy
Machine Learning object Recognition
Description
Object Recognition using tensorflow and convolutional nueral networks to identify different clothing objects
Technologies/Techniques Used
- Python
- Jupyter Notebook
- CNN
- Tensorflow
Test Driven Development
Description
Using test driven development on a factorial function
Technologies/Techniques Used
- Python
- TDD